Skill Demand Index
AI Model Evaluation/Training — Demand & Depth Analysis
Based on 1 scored job postings out of 3,832 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L1
Median Depth
100%
Gap Rate
1
Jobs Analyzed
Minimal
Most employers want AI Model Evaluation/Training at introductory awareness.
Overview
What is AI Model Evaluation/Training?
Market context for AI Model Evaluation/Training in the current job market
AI Model Evaluation/Training is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI Model Evaluation/Training typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI Model Evaluation/Training:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L1 depth — foundational knowledge with practical application
- •Most demand comes from HR / Recruiting roles — 100% of all AI Model Evaluation/Training jobs
What L1 means in practice:
L1 (Minimal) means you can discuss the concept but haven’t used it in production. Many entry-level positions accept this.
This means employers aren't looking for someone who has used AI Model Evaluation/Training once or twice. They want evidence of professional application — shipped work, measurable outcomes, and the ability to operate independently.
Common skill gaps:
The gap rate of 100% means most applicants lack AI Model Evaluation/Training at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need AI Model Evaluation/Training most:
HR / Recruiting positions drive 100% of demand. Skills commonly paired with AI Model Evaluation/Training include Venture Capital experience and Startup Valuation Methods.
Depth Level Distribution
Proficiency Distribution
How candidates match AI Model Evaluation/Training requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How AI Model Evaluation/Training affects compensation based on postings with disclosed salary data
Without AI Model Evaluation/Training
$139K
Median $130K
994 jobs
Skill Demand Insight
“AI Model Evaluation/Training appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside AI Model Evaluation/Training
Role Breakdown
Top Role Categories
Job categories most likely to require AI Model Evaluation/Training
Gap Analysis
Gap Rate Explained
How often AI Model Evaluation/Training is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When AI Model Evaluation/Training appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is AI Model Evaluation/Training in demand in 2026?
Yes. AI Model Evaluation/Training appears in 0% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 1 analyzed jobs, demand is steady across multiple role types.
What level of AI Model Evaluation/Training do most jobs require?
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Does knowing AI Model Evaluation/Training increase salary?
Salary data for AI Model Evaluation/Training is still accumulating.
What other skills pair with AI Model Evaluation/Training?
The most common pairings are Venture Capital experience, Startup Valuation Methods, Rubric Creation, Term Sheet Negotiation, Cap Table Mechanics. Strengthening these alongside AI Model Evaluation/Training improves your fit across more positions.
What roles need AI Model Evaluation/Training the most?
Top roles: HR / Recruiting. HR / Recruiting positions have the highest demand at 100% of all AI Model Evaluation/Training jobs.
How do I improve my AI Model Evaluation/Training level?
L1→L2: online courses and personal projects. L2→L3: daily professional use and shipped work. L3→L4: mentoring others and optimizing processes. L4→L5: architecture decisions, open source contributions, or published work.
See how you stack up against AI Model Evaluation/Training job requirements
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Analyze my AI Model Evaluation/Training gaps →See how your depth compares to what employers actually require
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